AQI Books

Dataset statistics

Number of variables	23
Number of observations	8821
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	2
Duplicate rows (%)	< 0.1%
Total size in memory	1.5 MiB
Average record size in memory	184.0 B

Variable types

DateTime	1
Numeric	21
Text	1

Alerts

Dataset has 2 (< 0.1%) duplicate rows	Duplicates
`AQI` is highly overall correlated with `High PM 1` and 5 other fields	High correlation
`Dew Point` is highly overall correlated with `Heat Index` and 12 other fields	High correlation
`Heat Index` is highly overall correlated with `Dew Point` and 12 other fields	High correlation
`High Dew Point` is highly overall correlated with `Dew Point` and 12 other fields	High correlation
`High Heat Index` is highly overall correlated with `Dew Point` and 12 other fields	High correlation
`High Hum` is highly overall correlated with `Dew Point` and 9 other fields	High correlation
`High PM 1` is highly overall correlated with `AQI` and 5 other fields	High correlation
`High PM 10` is highly overall correlated with `AQI` and 5 other fields	High correlation
`High PM 2.5` is highly overall correlated with `AQI` and 5 other fields	High correlation
`High Temp - C` is highly overall correlated with `Dew Point` and 9 other fields	High correlation
`High Wet Bulb` is highly overall correlated with `Dew Point` and 12 other fields	High correlation
`Hum` is highly overall correlated with `Dew Point` and 9 other fields	High correlation
`Low Dew Point` is highly overall correlated with `Dew Point` and 12 other fields	High correlation
`Low Hum` is highly overall correlated with `Dew Point` and 9 other fields	High correlation
`Low Temp - C` is highly overall correlated with `Dew Point` and 9 other fields	High correlation
`Low Wet Bulb` is highly overall correlated with `Dew Point` and 12 other fields	High correlation
`PM 1` is highly overall correlated with `AQI` and 5 other fields	High correlation
`PM 10` is highly overall correlated with `AQI` and 5 other fields	High correlation
`PM 2.5` is highly overall correlated with `AQI` and 5 other fields	High correlation
`Temp - C` is highly overall correlated with `Dew Point` and 9 other fields	High correlation
`Wet Bulb` is highly overall correlated with `Dew Point` and 12 other fields	High correlation

Reproduction

Analysis started	2025-02-05 11:33:10.786259
Analysis finished	2025-02-05 11:34:42.137691
Duration	1 minute and 31.35 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

Date & Time
Date

Distinct	8819
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	69.0 KiB

Minimum	2023-03-01 00:00:00
Maximum	2023-06-01 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

AQI
Real number (ℝ)

High correlation

Distinct	154
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.415599

Minimum	0
Maximum	238
Zeros	17
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	7
median	13
Q3	24
95-th percentile	69
Maximum	238
Range	238
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	21.877976
Coefficient of variation (CV)	1.0716304
Kurtosis	10.527465
Mean	20.415599
Median Absolute Deviation (MAD)	7
Skewness	2.775408
Sum	180086
Variance	478.64585
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	530	6.0%
5	445	5.0%
7	434	4.9%
9	430	4.9%
11	415	4.7%
10	413	4.7%
12	412	4.7%
8	355	4.0%
14	341	3.9%
4	334	3.8%
Other values (144)	4712	53.4%

Value	Count	Frequency (%)
0	17	0.2%
1	139	1.6%
2	141	1.6%
3	217	2.5%
4	334	3.8%
5	445	5.0%
6	530	6.0%
7	434	4.9%
8	355	4.0%
9	430	4.9%

Value	Count	Frequency (%)
238	1	< 0.1%
187	1	< 0.1%
185	1	< 0.1%
177	1	< 0.1%
174	1	< 0.1%
170	1	< 0.1%
169	2	< 0.1%
168	1	< 0.1%
167	1	< 0.1%
166	1	< 0.1%

High AQI
Text

Distinct	160
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	69.0 KiB

Length

Max length	3
Median length	2
Mean length	1.8966104
Min length	1

Characters and Unicode

Total characters	16730
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19 ?
Unique (%)	0.2%

Sample

1st row	8
2nd row	6
3rd row	9
4th row	7
5th row	7

Value	Count	Frequency (%)
10	549	6.2%
18	506	5.7%
14	491	5.6%
26	397	4.5%
22	341	3.9%
13	292	3.3%
11	279	3.2%
17	278	3.2%
16	259	2.9%
15	254	2.9%
Other values (150)	5175	58.7%

Most occurring characters

Value	Count	Frequency (%)
1	4308	25.8%
2	2957	17.7%
3	1613	9.6%
4	1392	8.3%
8	1324	7.9%
6	1230	7.4%
0	1171	7.0%
5	961	5.7%
7	915	5.5%
9	857	5.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	16730	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	4308	25.8%
2	2957	17.7%
3	1613	9.6%
4	1392	8.3%
8	1324	7.9%
6	1230	7.4%
0	1171	7.0%
5	961	5.7%
7	915	5.5%
9	857	5.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	16730	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	4308	25.8%
2	2957	17.7%
3	1613	9.6%
4	1392	8.3%
8	1324	7.9%
6	1230	7.4%
0	1171	7.0%
5	961	5.7%
7	915	5.5%
9	857	5.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	16730	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	4308	25.8%
2	2957	17.7%
3	1613	9.6%
4	1392	8.3%
8	1324	7.9%
6	1230	7.4%
0	1171	7.0%
5	961	5.7%
7	915	5.5%
9	857	5.1%

PM 1
Real number (ℝ)

High correlation

Distinct	104
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.561954

Minimum	0
Maximum	136
Zeros	26
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	7
median	12
Q3	21
95-th percentile	56
Maximum	136
Range	136
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	16.073984
Coefficient of variation (CV)	0.91527305
Kurtosis	5.4079419
Mean	17.561954
Median Absolute Deviation (MAD)	6
Skewness	2.174093
Sum	154914
Variance	258.37295
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	595	6.7%
10	557	6.3%
8	460	5.2%
12	421	4.8%
7	405	4.6%
9	401	4.5%
11	395	4.5%
5	387	4.4%
4	349	4.0%
13	348	3.9%
Other values (94)	4503	51.0%

Value	Count	Frequency (%)
0	26	0.3%
1	128	1.5%
2	156	1.8%
3	195	2.2%
4	349	4.0%
5	387	4.4%
6	595	6.7%
7	405	4.6%
8	460	5.2%
9	401	4.5%

Value	Count	Frequency (%)
136	1	< 0.1%
104	1	< 0.1%
102	3	< 0.1%
100	3	< 0.1%
99	2	< 0.1%
98	2	< 0.1%
97	4	< 0.1%
96	1	< 0.1%
95	4	< 0.1%
94	2	< 0.1%

High PM 1
Real number (ℝ)

High correlation

Distinct	115
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21.960209

Minimum	1
Maximum	452
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	11
median	17
Q3	25
95-th percentile	63
Maximum	452
Range	451
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	17.799198
Coefficient of variation (CV)	0.81052045
Kurtosis	42.936307
Mean	21.960209
Median Absolute Deviation (MAD)	6
Skewness	3.5589629
Sum	193711
Variance	316.81146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14	418	4.7%
13	412	4.7%
9	402	4.6%
8	395	4.5%
16	389	4.4%
11	386	4.4%
10	377	4.3%
15	376	4.3%
12	369	4.2%
22	356	4.0%
Other values (105)	4941	56.0%

Value	Count	Frequency (%)
1	2	< 0.1%
2	28	0.3%
3	90	1.0%
4	95	1.1%
5	131	1.5%
6	154	1.7%
7	262	3.0%
8	395	4.5%
9	402	4.6%
10	377	4.3%

Value	Count	Frequency (%)
452	1	< 0.1%
116	1	< 0.1%
114	2	< 0.1%
113	2	< 0.1%
112	2	< 0.1%
111	2	< 0.1%
110	1	< 0.1%
108	2	< 0.1%
107	2	< 0.1%
106	2	< 0.1%

PM 2.5
Real number (ℝ)

High correlation

Distinct	167
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.351547

Minimum	0
Maximum	212
Zeros	14
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	9
median	16
Q3	30
95-th percentile	87
Maximum	212
Range	212
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	26.27112
Coefficient of variation (CV)	1.0362728
Kurtosis	6.4708049
Mean	25.351547
Median Absolute Deviation (MAD)	9
Skewness	2.3749515
Sum	223626
Variance	690.17175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	428	4.9%
7	399	4.5%
6	373	4.2%
12	370	4.2%
14	360	4.1%
10	316	3.6%
15	305	3.5%
11	301	3.4%
9	298	3.4%
13	296	3.4%
Other values (157)	5375	60.9%

Value	Count	Frequency (%)
0	14	0.2%
1	90	1.0%
2	125	1.4%
3	128	1.5%
4	189	2.1%
5	235	2.7%
6	373	4.2%
7	399	4.5%
8	428	4.9%
9	298	3.4%

Value	Count	Frequency (%)
212	1	< 0.1%
180	1	< 0.1%
179	1	< 0.1%
173	1	< 0.1%
172	1	< 0.1%
169	1	< 0.1%
168	3	< 0.1%
167	1	< 0.1%
166	4	< 0.1%
163	1	< 0.1%

High PM 2.5
Real number (ℝ)

High correlation

Distinct	187
Distinct (%)	2.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.025507

Minimum	1
Maximum	1286
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	1
5-th percentile	8
Q1	16
median	24
Q3	38
95-th percentile	99
Maximum	1286
Range	1285
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	31.285992
Coefficient of variation (CV)	0.94732813
Kurtosis	295.09145
Mean	33.025507
Median Absolute Deviation (MAD)	10
Skewness	9.0075316
Sum	291318
Variance	978.81329
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	292	3.3%
13	289	3.3%
14	279	3.2%
21	278	3.2%
12	260	2.9%
22	259	2.9%
20	259	2.9%
19	254	2.9%
11	248	2.8%
18	247	2.8%
Other values (177)	6156	69.8%

Value	Count	Frequency (%)
1	1	< 0.1%
2	8	0.1%
3	33	0.4%
4	61	0.7%
5	62	0.7%
6	83	0.9%
7	100	1.1%
8	112	1.3%
9	161	1.8%
10	234	2.7%

Value	Count	Frequency (%)
1286	1	< 0.1%
204	1	< 0.1%
199	1	< 0.1%
197	1	< 0.1%
195	2	< 0.1%
190	1	< 0.1%
188	2	< 0.1%
186	2	< 0.1%
185	1	< 0.1%
183	1	< 0.1%

PM 10
Real number (ℝ)

High correlation

Distinct	174
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.627593

Minimum	0
Maximum	215
Zeros	5
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	10
median	17
Q3	32
95-th percentile	90
Maximum	215
Range	215
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	28.25458
Coefficient of variation (CV)	1.0226942
Kurtosis	5.0735582
Mean	27.627593
Median Absolute Deviation (MAD)	9
Skewness	2.1366034
Sum	243703
Variance	798.32127
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	473	5.4%
12	367	4.2%
10	360	4.1%
16	336	3.8%
14	327	3.7%
9	318	3.6%
6	310	3.5%
7	309	3.5%
18	305	3.5%
15	298	3.4%
Other values (164)	5418	61.4%

Value	Count	Frequency (%)
0	5	0.1%
1	47	0.5%
2	129	1.5%
3	110	1.2%
4	174	2.0%
5	183	2.1%
6	310	3.5%
7	309	3.5%
8	473	5.4%
9	318	3.6%

Value	Count	Frequency (%)
215	1	< 0.1%
188	2	< 0.1%
181	1	< 0.1%
180	1	< 0.1%
178	1	< 0.1%
177	1	< 0.1%
176	2	< 0.1%
175	2	< 0.1%
174	1	< 0.1%
173	2	< 0.1%

High PM 10
Real number (ℝ)

High correlation

Distinct	194
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.982088

Minimum	2
Maximum	1391
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	2
5-th percentile	10
Q1	17
median	26
Q3	45
95-th percentile	104
Maximum	1391
Range	1389
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	33.53398
Coefficient of variation (CV)	0.90676274
Kurtosis	303.94419
Mean	36.982088
Median Absolute Deviation (MAD)	11
Skewness	8.9920195
Sum	326219
Variance	1124.5278
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	284	3.2%
16	283	3.2%
23	276	3.1%
18	263	3.0%
22	257	2.9%
19	252	2.9%
21	248	2.8%
13	248	2.8%
15	247	2.8%
26	240	2.7%
Other values (184)	6223	70.5%

Value	Count	Frequency (%)
2	2	< 0.1%
3	7	0.1%
4	31	0.4%
5	51	0.6%
6	55	0.6%
7	81	0.9%
8	86	1.0%
9	96	1.1%
10	132	1.5%
11	184	2.1%

Value	Count	Frequency (%)
1391	1	< 0.1%
216	1	< 0.1%
209	1	< 0.1%
208	1	< 0.1%
207	1	< 0.1%
206	2	< 0.1%
203	1	< 0.1%
200	1	< 0.1%
199	1	< 0.1%
198	1	< 0.1%

Temp - C
Real number (ℝ)

High correlation

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.737898

Minimum	26
Maximum	32
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	26
5-th percentile	28
Q1	29
median	30
Q3	31
95-th percentile	32
Maximum	32
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.2306563
Coefficient of variation (CV)	0.041383431
Kurtosis	-0.78537886
Mean	29.737898
Median Absolute Deviation (MAD)	1
Skewness	-0.0059437453
Sum	262318
Variance	1.5145148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
29	2410	27.3%
30	2207	25.0%
31	2042	23.1%
28	1354	15.3%
32	638	7.2%
27	168	1.9%
26	2	< 0.1%

Value	Count	Frequency (%)
26	2	< 0.1%
27	168	1.9%
28	1354	15.3%
29	2410	27.3%
30	2207	25.0%
31	2042	23.1%
32	638	7.2%

Value	Count	Frequency (%)
32	638	7.2%
31	2042	23.1%
30	2207	25.0%
29	2410	27.3%
28	1354	15.3%
27	168	1.9%
26	2	< 0.1%

High Temp - C
Real number (ℝ)

High correlation

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.77837

Minimum	26
Maximum	32
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	26
5-th percentile	28
Q1	29
median	30
Q3	31
95-th percentile	32
Maximum	32
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.2239908
Coefficient of variation (CV)	0.04110335
Kurtosis	-0.79013272
Mean	29.77837
Median Absolute Deviation (MAD)	1
Skewness	-0.023580814
Sum	262675
Variance	1.4981534
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
29	2359	26.7%
30	2255	25.6%
31	2094	23.7%
28	1295	14.7%
32	671	7.6%
27	146	1.7%
26	1	< 0.1%

Value	Count	Frequency (%)
26	1	< 0.1%
27	146	1.7%
28	1295	14.7%
29	2359	26.7%
30	2255	25.6%
31	2094	23.7%
32	671	7.6%

Value	Count	Frequency (%)
32	671	7.6%
31	2094	23.7%
30	2255	25.6%
29	2359	26.7%
28	1295	14.7%
27	146	1.7%
26	1	< 0.1%

Low Temp - C
Real number (ℝ)

High correlation

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.695273

Minimum	26
Maximum	32
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	26
5-th percentile	28
Q1	29
median	30
Q3	31
95-th percentile	32
Maximum	32
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.2324456
Coefficient of variation (CV)	0.04150309
Kurtosis	-0.78523003
Mean	29.695273
Median Absolute Deviation (MAD)	1
Skewness	0.017010976
Sum	261942
Variance	1.5189221
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
29	2454	27.8%
30	2170	24.6%
31	1989	22.5%
28	1429	16.2%
32	595	6.7%
27	181	2.1%
26	3	< 0.1%

Value	Count	Frequency (%)
26	3	< 0.1%
27	181	2.1%
28	1429	16.2%
29	2454	27.8%
30	2170	24.6%
31	1989	22.5%
32	595	6.7%

Value	Count	Frequency (%)
32	595	6.7%
31	1989	22.5%
30	2170	24.6%
29	2454	27.8%
28	1429	16.2%
27	181	2.1%
26	3	< 0.1%

Hum
Real number (ℝ)

High correlation

Distinct	65
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.332162

Minimum	28
Maximum	93
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	28
5-th percentile	57
Q1	67
median	72
Q3	75
95-th percentile	80
Maximum	93
Range	65
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	7.1994958
Coefficient of variation (CV)	0.1023642
Kurtosis	2.8370842
Mean	70.332162
Median Absolute Deviation (MAD)	4
Skewness	-1.1838796
Sum	620400
Variance	51.83274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74	749	8.5%
76	669	7.6%
72	646	7.3%
73	577	6.5%
75	555	6.3%
70	521	5.9%
71	454	5.1%
66	416	4.7%
68	411	4.7%
77	410	4.6%
Other values (55)	3413	38.7%

Value	Count	Frequency (%)
28	1	< 0.1%
29	1	< 0.1%
30	3	< 0.1%
31	1	< 0.1%
32	3	< 0.1%
33	1	< 0.1%
34	2	< 0.1%
35	2	< 0.1%
36	3	< 0.1%
37	2	< 0.1%

Value	Count	Frequency (%)
93	1	< 0.1%
92	6	0.1%
91	2	< 0.1%
90	3	< 0.1%
89	3	< 0.1%
88	5	0.1%
87	6	0.1%
86	6	0.1%
85	4	< 0.1%
84	30	0.3%

High Hum
Real number (ℝ)

High correlation

Distinct	64
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.878018

Minimum	29
Maximum	94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	29
5-th percentile	58
Q1	67
median	72
Q3	75
95-th percentile	80
Maximum	94
Range	65
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	6.9491247
Coefficient of variation (CV)	0.09804344
Kurtosis	2.9394493
Mean	70.878018
Median Absolute Deviation (MAD)	4
Skewness	-1.15344
Sum	625215
Variance	48.290334
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74	803	9.1%
76	701	7.9%
72	668	7.6%
75	561	6.4%
73	554	6.3%
70	549	6.2%
77	459	5.2%
71	437	5.0%
68	410	4.6%
66	403	4.6%
Other values (54)	3276	37.1%

Value	Count	Frequency (%)
29	1	< 0.1%
30	2	< 0.1%
31	1	< 0.1%
32	2	< 0.1%
33	1	< 0.1%
34	2	< 0.1%
35	1	< 0.1%
36	3	< 0.1%
37	3	< 0.1%
40	3	< 0.1%

Value	Count	Frequency (%)
94	1	< 0.1%
93	4	< 0.1%
92	4	< 0.1%
91	2	< 0.1%
90	4	< 0.1%
89	4	< 0.1%
88	7	0.1%
87	5	0.1%
86	7	0.1%
85	10	0.1%

Low Hum
Real number (ℝ)

High correlation

Distinct	64
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	69.743566

Minimum	28
Maximum	92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	28
5-th percentile	56
Q1	66
median	71
Q3	75
95-th percentile	80
Maximum	92
Range	64
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	7.4482032
Coefficient of variation (CV)	0.10679413
Kurtosis	2.6744745
Mean	69.743566
Median Absolute Deviation (MAD)	4
Skewness	-1.1909979
Sum	615208
Variance	55.475731
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74	736	8.3%
72	639	7.2%
76	631	7.2%
73	546	6.2%
75	535	6.1%
71	488	5.5%
70	483	5.5%
68	431	4.9%
69	412	4.7%
66	411	4.7%
Other values (54)	3509	39.8%

Value	Count	Frequency (%)
28	3	< 0.1%
29	1	< 0.1%
30	3	< 0.1%
31	2	< 0.1%
32	2	< 0.1%
33	4	< 0.1%
34	2	< 0.1%
35	2	< 0.1%
36	1	< 0.1%
37	3	< 0.1%

Value	Count	Frequency (%)
92	6	0.1%
91	1	< 0.1%
90	3	< 0.1%
88	5	0.1%
87	7	0.1%
86	4	< 0.1%
85	3	< 0.1%
84	11	0.1%
83	54	0.6%
82	110	1.2%

Dew Point
Real number (ℝ)

High correlation

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.653894

Minimum	9
Maximum	29
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	9
5-th percentile	19
Q1	22
median	24
Q3	26
95-th percentile	27
Maximum	29
Range	20
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.5032029
Coefficient of variation (CV)	0.10582625
Kurtosis	1.4740178
Mean	23.653894
Median Absolute Deviation (MAD)	2
Skewness	-0.93943942
Sum	208651
Variance	6.2660248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
26	1725	19.6%
24	1542	17.5%
25	1344	15.2%
22	985	11.2%
23	853	9.7%
21	847	9.6%
27	508	5.8%
20	357	4.0%
19	185	2.1%
28	144	1.6%
Other values (11)	331	3.8%

Value	Count	Frequency (%)
9	1	< 0.1%
10	5	0.1%
11	4	< 0.1%
12	4	< 0.1%
13	9	0.1%
14	4	< 0.1%
15	22	0.2%
16	59	0.7%
17	85	1.0%
18	121	1.4%

Value	Count	Frequency (%)
29	17	0.2%
28	144	1.6%
27	508	5.8%
26	1725	19.6%
25	1344	15.2%
24	1542	17.5%
23	853	9.7%
22	985	11.2%
21	847	9.6%
20	357	4.0%

High Dew Point
Real number (ℝ)

High correlation

Distinct	20
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.805464

Minimum	10
Maximum	29
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	10
5-th percentile	20
Q1	22
median	24
Q3	26
95-th percentile	27
Maximum	29
Range	19
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.4253054
Coefficient of variation (CV)	0.1018802
Kurtosis	1.3574624
Mean	23.805464
Median Absolute Deviation (MAD)	2
Skewness	-0.89071789
Sum	209988
Variance	5.8821062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
26	1758	19.9%
24	1531	17.4%
25	1372	15.6%
22	1043	11.8%
23	865	9.8%
21	764	8.7%
27	562	6.4%
20	287	3.3%
28	190	2.2%
19	169	1.9%
Other values (10)	280	3.2%

Value	Count	Frequency (%)
10	4	< 0.1%
11	3	< 0.1%
12	3	< 0.1%
13	6	0.1%
14	4	< 0.1%
15	12	0.1%
16	52	0.6%
17	75	0.9%
18	103	1.2%
19	169	1.9%

Value	Count	Frequency (%)
29	18	0.2%
28	190	2.2%
27	562	6.4%
26	1758	19.9%
25	1372	15.6%
24	1531	17.4%
23	865	9.8%
22	1043	11.8%
21	764	8.7%
20	287	3.3%

Low Dew Point
Real number (ℝ)

High correlation

Distinct	21
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.48974

Minimum	9
Maximum	29
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	9
5-th percentile	19
Q1	22
median	24
Q3	26
95-th percentile	27
Maximum	29
Range	20
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.5765892
Coefficient of variation (CV)	0.10968998
Kurtosis	1.4838305
Mean	23.48974
Median Absolute Deviation (MAD)	2
Skewness	-0.96115758
Sum	207203
Variance	6.638812
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
26	1648	18.7%
24	1522	17.3%
25	1350	15.3%
22	925	10.5%
21	924	10.5%
23	871	9.9%
27	453	5.1%
20	420	4.8%
19	217	2.5%
18	133	1.5%
Other values (11)	358	4.1%

Value	Count	Frequency (%)
9	3	< 0.1%
10	5	0.1%
11	4	< 0.1%
12	7	0.1%
13	8	0.1%
14	8	0.1%
15	32	0.4%
16	63	0.7%
17	106	1.2%
18	133	1.5%

Value	Count	Frequency (%)
29	15	0.2%
28	107	1.2%
27	453	5.1%
26	1648	18.7%
25	1350	15.3%
24	1522	17.3%
23	871	9.9%
22	925	10.5%
21	924	10.5%
20	420	4.8%

Wet Bulb
Real number (ℝ)

High correlation

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.952613

Minimum	13
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	13
5-th percentile	21
Q1	23
median	25
Q3	27
95-th percentile	28
Maximum	30
Range	17
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.1272498
Coefficient of variation (CV)	0.085251586
Kurtosis	0.90266138
Mean	24.952613
Median Absolute Deviation (MAD)	2
Skewness	-0.79059835
Sum	220107
Variance	4.5251919
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
27	1696	19.2%
26	1675	19.0%
25	1516	17.2%
23	1122	12.7%
24	1047	11.9%
28	607	6.9%
22	571	6.5%
21	239	2.7%
20	121	1.4%
19	102	1.2%
Other values (8)	125	1.4%

Value	Count	Frequency (%)
13	1	< 0.1%
14	5	0.1%
15	5	0.1%
16	7	0.1%
17	8	0.1%
18	26	0.3%
19	102	1.2%
20	121	1.4%
21	239	2.7%
22	571	6.5%

Value	Count	Frequency (%)
30	5	0.1%
29	68	0.8%
28	607	6.9%
27	1696	19.2%
26	1675	19.0%
25	1516	17.2%
24	1047	11.9%
23	1122	12.7%
22	571	6.5%
21	239	2.7%

High Wet Bulb
Real number (ℝ)

High correlation

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.071761

Minimum	14
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	14
5-th percentile	22
Q1	24
median	25
Q3	27
95-th percentile	28
Maximum	30
Range	16
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.0733591
Coefficient of variation (CV)	0.08269699
Kurtosis	0.80971191
Mean	25.071761
Median Absolute Deviation (MAD)	2
Skewness	-0.74680264
Sum	221158
Variance	4.2988181
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
27	1728	19.6%
26	1699	19.3%
25	1519	17.2%
24	1105	12.5%
23	1059	12.0%
28	666	7.6%
22	506	5.7%
21	202	2.3%
20	110	1.2%
19	90	1.0%
Other values (7)	137	1.6%

Value	Count	Frequency (%)
14	3	< 0.1%
15	4	< 0.1%
16	8	0.1%
17	5	0.1%
18	16	0.2%
19	90	1.0%
20	110	1.2%
21	202	2.3%
22	506	5.7%
23	1059	12.0%

Value	Count	Frequency (%)
30	12	0.1%
29	89	1.0%
28	666	7.6%
27	1728	19.6%
26	1699	19.3%
25	1519	17.2%
24	1105	12.5%
23	1059	12.0%
22	506	5.7%
21	202	2.3%

Low Wet Bulb
Real number (ℝ)

High correlation

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.820429

Minimum	13
Maximum	30
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	13
5-th percentile	21
Q1	23
median	25
Q3	27
95-th percentile	28
Maximum	30
Range	17
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.1810761
Coefficient of variation (CV)	0.087874231
Kurtosis	0.97371827
Mean	24.820429
Median Absolute Deviation (MAD)	2
Skewness	-0.82481397
Sum	218941
Variance	4.7570928
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
26	1659	18.8%
27	1637	18.6%
25	1511	17.1%
23	1177	13.3%
24	1019	11.6%
22	624	7.1%
28	541	6.1%
21	277	3.1%
20	144	1.6%
19	110	1.2%
Other values (8)	122	1.4%

Value	Count	Frequency (%)
13	2	< 0.1%
14	7	0.1%
15	5	0.1%
16	10	0.1%
17	10	0.1%
18	40	0.5%
19	110	1.2%
20	144	1.6%
21	277	3.1%
22	624	7.1%

Value	Count	Frequency (%)
30	2	< 0.1%
29	46	0.5%
28	541	6.1%
27	1637	18.6%
26	1659	18.8%
25	1511	17.1%
24	1019	11.6%
23	1177	13.3%
22	624	7.1%
21	277	3.1%

Heat Index
Real number (ℝ)

High correlation

Distinct	19
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.999773

Minimum	27
Maximum	45
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	27
5-th percentile	29
Q1	32
median	35
Q3	38
95-th percentile	41
Maximum	45
Range	18
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.7329507
Coefficient of variation (CV)	0.10665642
Kurtosis	-0.89034265
Mean	34.999773
Median Absolute Deviation (MAD)	3
Skewness	0.1708392
Sum	308733
Variance	13.934921
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
34	1003	11.4%
31	884	10.0%
35	752	8.5%
39	738	8.4%
36	727	8.2%
32	700	7.9%
30	623	7.1%
38	619	7.0%
37	588	6.7%
33	510	5.8%
Other values (9)	1677	19.0%

Value	Count	Frequency (%)
27	1	< 0.1%
28	99	1.1%
29	393	4.5%
30	623	7.1%
31	884	10.0%
32	700	7.9%
33	510	5.8%
34	1003	11.4%
35	752	8.5%
36	727	8.2%

Value	Count	Frequency (%)
45	6	0.1%
44	45	0.5%
43	89	1.0%
42	170	1.9%
41	382	4.3%
40	492	5.6%
39	738	8.4%
38	619	7.0%
37	588	6.7%
36	727	8.2%

High Heat Index
Real number (ℝ)

High correlation

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.177871

Minimum	28
Maximum	45
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.0 KiB

Quantile statistics

Minimum	28
5-th percentile	30
Q1	32
median	35
Q3	38
95-th percentile	41
Maximum	45
Range	17
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.740747
Coefficient of variation (CV)	0.10633807
Kurtosis	-0.87218685
Mean	35.177871
Median Absolute Deviation (MAD)	3
Skewness	0.17930423
Sum	310304
Variance	13.993188
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
34	969	11.0%
31	885	10.0%
35	786	8.9%
39	726	8.2%
32	705	8.0%
36	703	8.0%
38	624	7.1%
37	607	6.9%
30	560	6.3%
33	550	6.2%
Other values (8)	1706	19.3%

Value	Count	Frequency (%)
28	80	0.9%
29	326	3.7%
30	560	6.3%
31	885	10.0%
32	705	8.0%
33	550	6.2%
34	969	11.0%
35	786	8.9%
36	703	8.0%
37	607	6.9%

Value	Count	Frequency (%)
45	9	0.1%
44	56	0.6%
43	120	1.4%
42	179	2.0%
41	429	4.9%
40	507	5.7%
39	726	8.2%
38	624	7.1%
37	607	6.9%
36	703	8.0%

	AQI	Dew Point	Heat Index	High Dew Point	High Heat Index	High Hum	High PM 1	High PM 10	High PM 2.5	High Temp - C	High Wet Bulb	Hum	Low Dew Point	Low Hum	Low Temp - C	Low Wet Bulb	PM 1	PM 10	PM 2.5	Temp - C	Wet Bulb
AQI	1.000	-0.204	-0.194	-0.195	-0.188	-0.148	0.986	0.981	0.986	-0.129	-0.198	-0.167	-0.216	-0.186	-0.127	-0.216	0.997	0.999	0.999	-0.127	-0.205
Dew Point	-0.204	1.000	0.953	0.989	0.948	0.835	-0.216	-0.214	-0.214	0.787	0.977	0.841	0.988	0.838	0.788	0.981	-0.208	-0.201	-0.204	0.789	0.982
Heat Index	-0.194	0.953	1.000	0.954	0.995	0.685	-0.217	-0.213	-0.213	0.908	0.966	0.688	0.947	0.687	0.908	0.960	-0.200	-0.192	-0.195	0.909	0.965
High Dew Point	-0.195	0.989	0.954	1.000	0.954	0.831	-0.209	-0.206	-0.206	0.796	0.982	0.828	0.979	0.827	0.796	0.980	-0.200	-0.193	-0.196	0.797	0.981
High Heat Index	-0.188	0.948	0.995	0.954	1.000	0.681	-0.211	-0.207	-0.207	0.911	0.966	0.680	0.943	0.680	0.911	0.957	-0.193	-0.185	-0.188	0.912	0.961
High Hum	-0.148	0.835	0.685	0.831	0.681	1.000	-0.130	-0.135	-0.134	0.409	0.797	0.990	0.841	0.985	0.411	0.807	-0.147	-0.147	-0.148	0.412	0.802
High PM 1	0.986	-0.216	-0.217	-0.209	-0.211	-0.130	1.000	0.985	0.991	-0.162	-0.215	-0.149	-0.228	-0.169	-0.162	-0.231	0.988	0.985	0.986	-0.161	-0.221
High PM 10	0.981	-0.214	-0.213	-0.206	-0.207	-0.135	0.985	1.000	0.994	-0.157	-0.211	-0.155	-0.226	-0.175	-0.157	-0.228	0.979	0.982	0.981	-0.156	-0.218
High PM 2.5	0.986	-0.214	-0.213	-0.206	-0.207	-0.134	0.991	0.994	1.000	-0.157	-0.211	-0.153	-0.226	-0.173	-0.157	-0.228	0.984	0.986	0.986	-0.156	-0.218
High Temp - C	-0.129	0.787	0.908	0.796	0.911	0.409	-0.162	-0.157	-0.157	1.000	0.822	0.410	0.778	0.411	0.975	0.808	-0.134	-0.125	-0.129	0.987	0.815
High Wet Bulb	-0.198	0.977	0.966	0.982	0.966	0.797	-0.215	-0.211	-0.211	0.822	1.000	0.795	0.973	0.794	0.822	0.978	-0.203	-0.196	-0.199	0.824	0.988
Hum	-0.167	0.841	0.688	0.828	0.680	0.990	-0.149	-0.155	-0.153	0.410	0.795	1.000	0.845	0.991	0.413	0.811	-0.166	-0.166	-0.167	0.413	0.807
Low Dew Point	-0.216	0.988	0.947	0.979	0.943	0.841	-0.228	-0.226	-0.226	0.778	0.973	0.845	1.000	0.850	0.779	0.982	-0.220	-0.214	-0.217	0.780	0.977
Low Hum	-0.186	0.838	0.687	0.827	0.680	0.985	-0.169	-0.175	-0.173	0.411	0.794	0.991	0.850	1.000	0.414	0.816	-0.185	-0.185	-0.186	0.414	0.805
Low Temp - C	-0.127	0.788	0.908	0.796	0.911	0.411	-0.162	-0.157	-0.157	0.975	0.822	0.413	0.779	0.414	1.000	0.808	-0.132	-0.125	-0.128	0.986	0.815
Low Wet Bulb	-0.216	0.981	0.960	0.980	0.957	0.807	-0.231	-0.228	-0.228	0.808	0.978	0.811	0.982	0.816	0.808	1.000	-0.220	-0.213	-0.216	0.809	0.987
PM 1	0.997	-0.208	-0.200	-0.200	-0.193	-0.147	0.988	0.979	0.984	-0.134	-0.203	-0.166	-0.220	-0.185	-0.132	-0.220	1.000	0.996	0.997	-0.132	-0.210
PM 10	0.999	-0.201	-0.192	-0.193	-0.185	-0.147	0.985	0.982	0.986	-0.125	-0.196	-0.166	-0.214	-0.185	-0.125	-0.213	0.996	1.000	0.999	-0.124	-0.203
PM 2.5	0.999	-0.204	-0.195	-0.196	-0.188	-0.148	0.986	0.981	0.986	-0.129	-0.199	-0.167	-0.217	-0.186	-0.128	-0.216	0.997	0.999	1.000	-0.127	-0.206
Temp - C	-0.127	0.789	0.909	0.797	0.912	0.412	-0.161	-0.156	-0.156	0.987	0.824	0.413	0.780	0.414	0.986	0.809	-0.132	-0.124	-0.127	1.000	0.816
Wet Bulb	-0.205	0.982	0.965	0.981	0.961	0.802	-0.221	-0.218	-0.218	0.815	0.988	0.807	0.977	0.805	0.815	0.987	-0.210	-0.203	-0.206	0.816	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Date & Time	AQI	High AQI	PM 1	High PM 1	PM 2.5	High PM 2.5	PM 10	High PM 10	Temp - C	High Temp - C	Low Temp - C	Hum	High Hum	Low Hum	Dew Point	High Dew Point	Low Dew Point	Wet Bulb	High Wet Bulb	Low Wet Bulb	Heat Index	High Heat Index
0	4/1/23 12:00 AM	3	8	3	6	4	10	5	12	28	29	28	68	68	67	22	22	22	23	23	23	31	31
1	4/1/23 12:15 AM	3	6	3	6	4	8	6	12	28	28	28	68	68	68	22	22	22	23	23	23	31	31
2	4/1/23 12:30 AM	4	9	4	7	5	11	6	12	28	28	28	68	68	68	22	22	22	23	23	23	31	31
3	4/1/23 12:45 AM	4	7	3	6	4	9	6	13	28	28	28	68	68	68	22	22	22	23	23	23	31	31
4	4/1/23 1:00 AM	4	7	4	6	5	9	6	14	28	28	28	68	68	68	22	22	22	23	23	23	31	31
5	4/1/23 1:15 AM	4	11	4	6	5	14	6	15	28	29	28	68	68	68	22	22	22	23	23	23	31	31
6	4/1/23 1:30 AM	4	7	4	7	5	9	6	12	28	28	28	69	69	68	22	22	22	23	23	23	31	31
7	4/1/23 1:45 AM	5	10	5	8	6	13	8	22	28	28	28	69	70	69	22	22	22	24	24	23	31	31
8	4/1/23 2:00 AM	5	10	5	8	7	12	8	16	28	28	28	69	69	69	22	22	22	23	24	23	31	31
9	4/1/23 2:15 AM	5	10	5	7	7	12	8	15	28	28	28	69	70	69	22	22	22	24	24	23	31	31

	Date & Time	AQI	High AQI	PM 1	High PM 1	PM 2.5	High PM 2.5	PM 10	High PM 10	Temp - C	High Temp - C	Low Temp - C	Hum	High Hum	Low Hum	Dew Point	High Dew Point	Low Dew Point	Wet Bulb	High Wet Bulb	Low Wet Bulb	Heat Index	High Heat Index
8811	5/31/23 9:45 PM	2	4	2	4	2	5	3	7	31	31	31	72	72	71	26	26	26	27	27	27	40	40
8812	5/31/23 10:00 PM	2	3	2	4	2	4	2	7	31	31	31	72	72	72	26	26	26	27	27	27	40	40
8813	5/31/23 10:15 PM	1	5	1	4	2	6	2	6	31	31	31	73	73	72	26	26	26	27	27	27	40	40
8814	5/31/23 10:30 PM	1	5	1	3	2	6	2	9	31	31	31	74	74	73	26	26	26	27	27	27	40	40
8815	5/31/23 10:45 PM	2	5	2	4	2	6	2	7	31	31	31	74	74	74	26	26	26	27	27	27	40	40
8816	5/31/23 11:00 PM	2	6	2	4	2	7	3	7	31	31	31	74	74	74	26	26	26	27	27	27	40	40
8817	5/31/23 11:15 PM	2	6	2	4	2	7	3	13	31	31	31	74	74	74	26	26	26	27	27	27	40	40
8818	5/31/23 11:30 PM	2	5	2	4	2	6	3	8	31	31	31	75	75	74	26	26	26	27	27	27	40	40
8819	5/31/23 11:45 PM	2	6	2	4	2	7	3	9	31	31	31	75	75	75	26	26	26	27	28	27	41	41
8820	6/1/23 12:00 AM	1	4	1	3	2	5	2	7	31	31	31	75	76	75	26	26	26	27	28	27	40	41

Most frequently occurring

	Date & Time	AQI	High AQI	PM 1	High PM 1	PM 2.5	High PM 2.5	PM 10	High PM 10	Temp - C	High Temp - C	Low Temp - C	Hum	High Hum	Low Hum	Dew Point	High Dew Point	Low Dew Point	Wet Bulb	High Wet Bulb	Low Wet Bulb	Heat Index	High Heat Index	# duplicates
0	4/1/23 12:00 AM	3	8	3	6	4	10	5	12	28	29	28	68	68	67	22	22	22	23	23	23	31	31	2
1	5/1/23 12:00 AM	5	9	5	8	6	11	7	11	30	30	30	70	70	70	24	24	24	25	25	25	35	35	2

Overview

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring